Update README.md

README.md

@@ -6,4 +6,47 @@ datasets:
 model:
 - facebook/data2vec-text-base
 ---
-<h2>This is a testing fine tuned data2vec model in the squad dataset, any improvements and suggestions are welcome!</h2>
+<h1>data2vec squad</h1>
+This is a testing fine tuned data2vec model in the squad dataset, any improvements and suggestions are welcome!
+
+<h3>Intended use</h3>
+Question Answering
+
+<h3>Training results</h3>
+	<table>
+		<thead>
+			<tr>
+				<th>Epoch</th>
+				<th>Training Loss</th>
+				<th>Validation Loss</th>
+			</tr>
+		</thead>
+		<tbody>
+			<tr>
+				<td>1</td>
+				<td><span style="color: rgb(33, 33, 33); font-family: Roboto, Noto, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; text-align: right; background-color: rgb(247, 247, 247);">1.015800</span><br></td>
+				<td><span style="color: rgb(33, 33, 33); font-family: Roboto, Noto, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; text-align: right; background-color: rgb(247, 247, 247);">0.997690</span><br></td>
+			</tr>
+			<tr>
+				<td>2</td>
+				<td><span style="color: rgb(33, 33, 33); font-family: Roboto, Noto, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; text-align: right;">0.804400</span></td>
+				<td><span style="color: rgb(33, 33, 33); font-family: Roboto, Noto, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; text-align: right;">0.950322</span><br></td>
+			</tr>
+		</tbody>
+</table>
+<h3>Hyperparameters</h3>
+<ul>
+    <li>evaluation_strategy="epoch"</li>
+    <li>learning_rate=2e-5</li>
+    <li>per_device_train_batch_size=15</li>
+    <li>per_device_eval_batch_size=15</li>
+    <li>num_train_epochs=2</li>
+    <li>weight_decay=0.01</li>
+</ul>
+
+<h3>Frameworks and libraries used:</h3>
+<ul>
+  <li>transformers</li>
+  <li>datasets</li>
+  <li>evaluate</li>
+</ul>